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All Journal JURNAL SISTEM INFORMASI BISNIS Potensio
Aslam Fatkhudin
Politeknik Pratama Mulia, Tegal
Computer Science & IT Economics, Econometrics & Finance Education

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PENENTUAN BANTUAN MODAL WIRAUSAHA BARU MENGGUNAKAN METODE FUZZY INFERENSI SYSTEM (FIS) MAMDANI Mahmudi, Ahmad Aviv; Fatkhudin, Aslam
Potensio Vol 19
Publisher : STIE YPPI Rembang

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Abstract

Employment growth is slower than the growth of the labor force resulting in unemployment that affect the incidence of poverty. Efforts to improve the local economy is done through the provision of Entrepreneurial Capital Assistance. Entrepreneurial Capital Assistance is intended for people who are creative and innovative people who already have a business but need additional capital for business development. The method can be used to implement such a decision support system using the Fuzzy Inference System with Mamdani method. Fuzzy logic and fuzzy set theory shows great potential to effectively menyelesain uncertainty problems.DSS was developed to assist policy makers in this case Dinsosnakertrans in choosing micro entrepreneurs who applied for assistance with the best possible outcomes for each calculationderived from the criteria desired by policy makers.Keywords : entrepreneurship , Mamdani FIS
PENENTUAN BANTUAN MODAL WIRAUSAHA BARU MENGGUNAKAN METODE FUZZY INFERENSI SYSTEM (FIS) MAMDANI Mahmudi, A. Aviv; Fatkhudin, Aslam
potensio Vol 19, No 01 (2013): Volume 19 Nomor 1 Juli 2013
Publisher : potensio

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Abstract

Employment growth is slower than the growth of the labor force resulting in unemployment that affect the incidence of poverty. Efforts to improve the local economy is done through the provision of Entrepreneurial Capital Assistance. Entrepreneurial Capital Assistance is intended for people who are creative and innovative people who already have a business but need additional capital for business development. The method can be used to implement such a decision support system using the Fuzzy Inference System with Mamdani method. Fuzzy logic and fuzzy set theory shows great potential to effectively menyelesain uncertainty problems. DSS was developed to assist policy makers in this case Dinsosnakertrans in choosing micro entrepreneurs who applied for assistance with the best possible outcomes for each calculation derived from the criteria desired by policy makers. Keywords : entrepreneurship , Mamdani FIS
Item Response Theory Model Empat Parameter Logistik Pada Computerized Adaptive Test Fatkhudin, Aslam; Surarso, Bayu; Subagio, Agus
JSINBIS (Jurnal Sistem Informasi Bisnis) Vol 4, No 2 (2014): Volume 4 Nomor 2 Tahun 2014
Publisher : Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1026.605 KB) | DOI: 10.21456/vol4iss2pp121-129

Abstract

One of the computer-based testing is the Computerized Adaptive Test (CAT), which is a computer-based testing system where the items were given to the participants adapted to test the ability of the participants. Assessment methods are usually applied in CAT is Item Response Theory (IRT). IRT models are most commonly used today is the model 3 Parameter Logistic (3PL), which is about the discrimination, difficulty and guessing. However 3PL IRT models have not provided information more objectively test the ability of participants. The opinion of the test participants were tested items were also to be considered. In this study using CAT in combination with IRT model of 4PL. In this research, the development of CAT which uses about 4 parameters, namely the discrimination, difficulty, guessing and questionnaires. The questions used were about UAS 1 English subjects. Samples were taken from 30 students answer with the best value of the total 172 students spread across 6 classes to measure the parameter estimation problem. Further testing using CAT application 4PL IRT models compared to CAT 3PL IRT models. From research done shows that the CAT application combined with IRT models 4PL can measure the ability of the test taker shorter or faster and also opportunities participants correctly answered the test items was done tend to be better than the 3PL IRT models.   Keywords: Ability; CAT; IRT; 3PL; 4PL; Probability; Test
Co-Authors Agus Subagio Ahmad Aviv Mahmudi Bayu Surarso